Instance Segmentation on COCO Person category (test-dev)
41.7APPersonLab
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PersonLabBackbone=ResNet-152, Scale=multi-scale, Proposals per image=202018.03 | 41.7 | 69.1 | 45.3 | 22.3 | 50.2 | 63 | 17.1 | 46.1 | 49.7 | 28.7 | 57.8 | 74.2 | |
| PersonLabBackbone=ResNet-101, Scale=multi-scale, Proposals per image=202018.03 | 41.1 | 68.6 | 44.5 | 21.5 | 49.6 | 62.6 | 16.9 | 45.3 | 48.9 | 27.8 | 57.1 | 73.5 | |
| FCISScale=multi-scale2018.03 | 38.6 | 69.3 | 41 | 16.4 | 48.1 | 62.1 | 16.1 | 42.1 | 45.1 | 22.1 | 56.2 | 69 | |
| PersonLabBackbone=ResNet-152, Scale=single-scale, Proposals per image=202018.03 | 38.5 | 66.8 | 40.4 | 17.2 | 48.8 | 60.2 | 16.4 | 42.2 | 44.4 | 21.5 | 54.4 | 69.8 | |
| PersonLabBackbone=ResNet-101, Scale=single-scale, Proposals per image=202018.03 | 37.7 | 65.9 | 39.4 | 16.6 | 48 | 59.5 | 16.2 | 41.5 | 43.7 | 20.7 | 53.6 | 69 | |
| FCISScale=single-scale, Note=baseline2018.03 | 33.4 | 64.1 | 31.8 | 9 | 41.1 | 61.8 | 15.3 | 37.2 | 39.3 | 13.9 | 49.2 | 68.8 |